Data Warehouse as a Service Market with COVID-19 Impact by Application (Customer Analytics, Business Intelligence, Operational Analytics, Predictive Analytics), Vertical, Deployment Model, Type(EDWaaS & ODS), & Organization Size - Global Forecast to 2026

Table of Contents

1.... INTRODUCTION

1.1             INTRODUCTION TO COVID-19
1.2             COVID-19 HEALTH ASSESSMENT
・       FIGURE 1............................... COVID-19: GLOBAL PROPAGATION
・       FIGURE 2................ COVID-19 PROPAGATION: SELECT COUNTRIES
1.3             COVID-19 ECONOMIC ASSESSMENT
・       FIGURE 3.... REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020
1.3.1              COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT
・       FIGURE 4....................... CRITERIA IMPACTING GLOBAL ECONOMY
・       FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY
1.4             STUDY OBJECTIVES
1.5             MARKET DEFINITION
1.5.1              INCLUSIONS AND EXCLUSIONS
1.6             MARKET SCOPE
1.6.1              MARKET SEGMENTATION
1.6.2              REGIONS COVERED.. 45
1.6.3              YEARS CONSIDERED FOR STUDY
1.7             CURRENCY CONSIDERED
・       TABLE 1....... UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019
1.8             STAKEHOLDERS
1.9             SUMMARY OF CHANGES

2.... RESEARCH METHODOLOGY

2.1             RESEARCH DATA
・       FIGURE 6..... DATA WAREHOUSE AS A SERVICE MARKET: RESEARCH DESIGN
2.1.1              SECONDARY DATA
2.1.2              PRIMARY DATA
2.1.2.1            BREAKUP OF PRIMARY PROFILES
・       FIGURE 7... BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION
2.1.2.2            KEY INDUSTRY INSIGHTS
2.2             MARKET BREAKUP AND DATA TRIANGULATION
・       FIGURE 8............................................... DATA TRIANGULATION
2.3             MARKET SIZE ESTIMATION
・       FIGURE 9 DATA WAREHOUSE AS A SERVICE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
・       FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY SIDE): REVENUE OF SERVICES FROM VENDORS
・       FIGURE 11.. MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH (SUPPLY SIDE): COLLECTIVE REVENUE OF VENDORS
・       FIGURE 12..... MARKET SIZE ESTIMATION METHODOLOGY – (SUPPLY SIDE): CAGR PROJECTIONS FROM SUPPLY SIDE
・       FIGURE 13 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2 (DEMAND SIDE): REVENUE GENERATED FROM VERTICALS (1/2)
・       FIGURE 14 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2 (DEMAND SIDE): REVENUE GENERATED FROM VERTICALS (2/2)
2.4             MARKET FORECAST
・       TABLE 2...................................................... FACTOR ANALYSIS.. 57
2.5             RESEARCH ASSUMPTIONS
2.6             STUDY LIMITATIONS

3.... EXECUTIVE SUMMARY

・       FIGURE 15........ DATA WAREHOUSE AS A SERVICE MARKET: GLOBAL SNAPSHOT
・       FIGURE 16 DATA WAREHOUSE AS A SERVICE MARKET: TOP GROWING SEGMENTS
・       FIGURE 17...... CUSTOMER ANALYTICS SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD
・       FIGURE 18 PUBLIC CLOUD SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD
・       FIGURE 19....... TOP VERTICALS IN DATA WAREHOUSE AS A SERVICE MARKET
・       FIGURE 20..... DATA WAREHOUSE AS A SERVICE MARKET: REGIONAL SNAPSHOT

4.... PREMIUM INSIGHTS

4.1             ATTRACTIVE GROWTH OPPORTUNITIES IN DATA WAREHOUSE AS A SERVICE MARKET
・       FIGURE 21..... FOCUS ON IMPROVING CUSTOMER EXPERIENCE AND SIMPLIFYING INFORMATION TECHNOLOGY OPERATIONS WORKFLOW TO DRIVE ADOPTION OF DATA WAREHOUSE AS A SERVICE
4.2             DATA WAREHOUSE AS A SERVICE MARKET, BY APPLICATION, 2021 VS. 2026
・       FIGURE 22...... CUSTOMER ANALYTICS SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
4.3             DATA WAREHOUSE AS A SERVICE MARKET, BY DEPLOYMENT MODEL, 2021
・       FIGURE 23...... PUBLIC CLOUD SEGMENT TO HOLD LARGER MARKET SHARE IN 2021
4.4             DATA WAREHOUSE AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2021
・       FIGURE 24.......... LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 2021
4.5             DATA WAREHOUSE AS A SERVICE MARKET, BY VERTICAL, 2021 VS. 2026
・       FIGURE 25......... BFSI VERTICAL TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
4.6             DATA WAREHOUSE AS A SERVICE MARKET: REGIONAL SCENARIO, 2021–2026
・       FIGURE 26............ ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS IN NEXT FIVE YEARS

5.... MARKET OVERVIEW AND INDUSTRY TRENDS

5.1             INTRODUCTION
5.2             MARKET DYNAMICS
・       FIGURE 27............... DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
5.2.1              DRIVERS
5.2.1.1            INCREASING ROLE OF BUSINESS INTELLIGENCE AND DATA ANALYTICS IN ENTERPRISE MANAGEMENT
5.2.1.2            GROWING DEPENDENCE ON DATA-DRIVEN DECISION MAKING TO IMPROVE BUSINESS PERFORMANCE
5.2.1.3            REQUIREMENT FOR REGULATORY GOVERNANCE AND SECURITY
5.2.2              RESTRAINTS
5.2.2.1            LACK OF RESOURCES AND EXPERTISE
・       FIGURE 28............... PROJECTED SPENDING ON TECHNOLOGIES BY PROPORTION OF COMPANY REVENUE BY 2022
5.2.2.2            HIGH COST OF IMPLEMENTATION AND COMPLEXITY IN UTILIZING DATA WAREHOUSE SERVICES
・       FIGURE 29........... CHALLENGES IN ADOPTION OF CLOUD SERVICES
5.2.3              OPPORTUNITIES
5.2.3.1            RAPID DEPLOYMENT OF LARGE-SCALE CLOUD DATA WAREHOUSES
・       FIGURE 30................................. TOP CLOUD INITIATIVES IN 2020
5.2.3.2            RISE IN ADOPTION OF VIRTUAL DATA WAREHOUSING TO SPEED UP DATA ACCESS PROCESS
5.2.4              CHALLENGES
5.2.4.1            LACK OF PROPER STRUCTURE FOR ACCESS CONTROL
5.2.4.2            ENSURING ACCEP・       TABLE DATA QUALITY
5.3             CASE STUDY ANALYSIS
5.3.1              CASE STUDY 2: REAL-TIME ANALYTICS TO IMPROVE DATA GOVERNANCE
5.3.2              CASE STUDY: 3 ACCELERATED BUSINESS INSIGHTS
5.4             TECHNOLOGICAL ANALYSIS
5.4.1              ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
5.4.2              CLOUD COMPUTING.. 76
5.4.3              BIG DATA AND ANALYTICS
5.5             PATENT ANALYSIS
・       FIGURE 31.............................. NUMBER OF PATENTS PUBLISHED
・       FIGURE 32........................................ TOP FIVE PATENT OWNERS

・       TABLE 3...................................... TOP TEN PATENT OWNERS (US)
5.6             COVID-19-DRIVEN MARKET DYNAMICS
5.6.1              DRIVERS AND OPPORTUNITIES
5.6.2              RESTRAINTS AND CHALLENGES

5.7             PORTER’S FIVE FORCES ANALYSIS
・       FIGURE 33....... DWAAS MARKET: PORTER’S FIVE FORCES ANALYSIS
・       TABLE 4........... DWAAS MARKET: PORTER’S FIVE FORCES ANALYSIS
5.7.1              THREAT OF NEW ENTRANTS
5.7.2              THREAT OF SUBSTITUTES
5.7.3              BARGAINING POWER OF SUPPLIERS
5.7.4              BARGAINING POWER OF BUYERS
5.7.5              INTENSITY OF COMPETITIVE RIVALRY
5.8             PRICING ANALYSIS
・       TABLE 5............ PRICING ANALYSIS OF DATA WAREHOUSE SERVICE PROVIDERS
5.9             ECOSYSTEM
・       TABLE 6...... DATA WAREHOUSE AS A SERVICE MARKET: ECOSYSTEM
・       FIGURE 34.. DATA WAREHOUSE AS A SERVICE MARKET: ECOSYSTEM
5.10          VALUE CHAIN ANALYSIS
・       FIGURE 35. DATA WAREHOUSE AS A SERVICE MARKET: VALUE CHAIN

6.... DATA WAREHOUSE AS A SERVICE MARKET, BY APPLICATION

6.1             INTRODUCTION
・       FIGURE 36 CUSTOMER ANALYTICS SEGMENT EXPECTED TO REGISTER LARGEST MARKET SIZE IN 2026
6.1.1              APPLICATIONS: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS
6.1.2              APPLICATIONS: COVID-19 IMPACT
・       TABLE 7............. DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)
・       TABLE 8............. DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)
6.2             BUSINESS INTELLIGENCE
・       TABLE 9. BUSINESS INTELLIGENCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
・       TABLE 10 BUSINESS INTELLIGENCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
6.3             CUSTOMER ANALYTICS
・       TABLE 11.. CUSTOMER ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION)
・       TABLE 12.. CUSTOMER ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)
6.4             DATA MODERNIZATION
・       TABLE 13.. DATA MODERNIZATION: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION)
・       TABLE 14.. DATA MODERNIZATION: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)

6.5             OPERATIONAL ANALYTICS
・       TABLE 15........... OPERATIONAL ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
・       TABLE 16........... OPERATIONAL ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
6.6             PREDICTIVE ANALYTICS
・       TABLE 17.. PREDICTIVE ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION)
・       TABLE 18.. PREDICTIVE ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)

7.... DATA WAREHOUSE AS A SERVICE MARKET, BY TYPE

7.1             INTRODUCTION
・       FIGURE 37.... MARKET FOR OPERATIONAL DATA STORAGE SEGMENT EXPECTED TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
7.1.1              TYPE: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS
7.1.2              TYPE: COVID-19 IMPACT
・       TABLE 19... DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE,
2016–2020 (USD MILLION)
・       TABLE 20... DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE,
2021–2026 (USD MILLION)
7.2             ENTERPRISE DATA WAREHOUSE AS A SERVICE
・       TABLE 21........ ENTERPRISE DATA WAREHOUSE AS A SERVICE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
・       TABLE 22........ ENTERPRISE DATA WAREHOUSE AS A SERVICE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
7.3             OPERATIONAL DATA STORAGE
・       TABLE 23..... OPERATIONAL DATA STORAGE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
・       TABLE 24..... OPERATIONAL DATA STORAGE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

8.... DATA WAREHOUSE AS A SERVICE MARKET, BY DEPLOYMENT MODEL

8.1             INTRODUCTION
・       FIGURE 38... PUBLIC CLOUD DEPLOYMENT MODEL TO ACCOUNT FOR LARGER MARKET SIZE DURING FORECAST PERIOD
8.1.1              DEPLOYMENT MODEL: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS
8.1.2              DEPLOYMENT MODEL: COVID-19 IMPACT
・       TABLE 25........... DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 26........... DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
8.2             PUBLIC CLOUD
・       TABLE 27. PUBLIC CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
・       TABLE 28. PUBLIC CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
8.3             PRIVATE CLOUD
・       TABLE 29 PRIVATE CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
・       TABLE 30 PRIVATE CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

9.... DATA WAREHOUSE AS A SERVICE MARKET, BY ORGANIZATION SIZE

9.1             INTRODUCTION
・       FIGURE 39 LARGE ENTERPRISES ARE EXPECTED TO RECORD LARGER MARKET SIZE DURING FORECAST PERIOD
9.1.1              ORGANIZATION SIZE: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS
9.1.2              ORGANIZATION SIZE: COVID-19 IMPACT
・       TABLE 31........... DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 32........... DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
9.2             LARGE ENTERPRISES
・       TABLE 33.... LARGE ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION)
・       TABLE 34.... LARGE ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)
9.3             SMALL AND MEDIUM-SIZED ENTERPRISES
・       TABLE 35............. SMALL AND MEDIUM-SIZED ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
・       TABLE 36............. SMALL AND MEDIUM-SIZED ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

10.. DATA WAREHOUSE AS A SERVICE MARKET, BY VERTICAL

10.1          INTRODUCTION
・       FIGURE 40. BFSI SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD
10.1.1            VERTICALS: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS
10.1.2            VERTICALS: COVID-19 IMPACT
・       TABLE 37........... DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL,
2016–2020 (USD MILLION)
・       TABLE 38........... DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION)
10.2          BANKING, FINANCIAL SERVICES, AND INSURANCE
・       TABLE 39... BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
・       TABLE 40... BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
10.3          ENERGY AND UTILITIES
・       TABLE 41.. ENERGY AND UTILITIES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION)
・       TABLE 42.. ENERGY AND UTILITIES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)
10.4          GOVERNMENT AND PUBLIC SECTOR
・       TABLE 43 GOVERNMENT AND PUBLIC SECTOR: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION). 115
・       TABLE 44 GOVERNMENT AND PUBLIC SECTOR: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION). 115
10.5          HEALTHCARE AND LIFE SCIENCES
・       TABLE 45 HEALTHCARE AND LIFE SCIENCES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION). 116
・       TABLE 46 HEALTHCARE AND LIFE SCIENCES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION). 116
10.6          IT AND ITES
・       TABLE 47..... IT AND ITES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
・       TABLE 48..... IT AND ITES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
10.7          MANUFACTURING
・       TABLE 49......... MANUFACTURING: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION)
・       TABLE 50......... MANUFACTURING: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)
10.8          MEDIA AND ENTERTAINMENT
・       TABLE 51...... MEDIA AND ENTERTAINMENT: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION)
・       TABLE 52...... MEDIA AND ENTERTAINMENT: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
10.9          RETAIL AND CONSUMER GOODS
・       TABLE 53.. RETAIL AND CONSUMER GOODS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION). 120
・       TABLE 54.. RETAIL AND CONSUMER GOODS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION). 120
10.10        TELECOMMUNICATIONS
・       TABLE 55. TELECOMMUNICATIONS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION)
・       TABLE 56. TELECOMMUNICATIONS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)
10.11        OTHERS
・       TABLE 57... OTHERS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION,
2016–2020 (USD MILLION)
・       TABLE 58... OTHERS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)

11.. DATA WAREHOUSE AS A SERVICE MARKET, BY REGION

11.1          INTRODUCTION
・       FIGURE 41..... NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD
・       TABLE 59........... DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION,
2016–2020 (USD MILLION)
・       TABLE 60........... DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)
11.2          NORTH AMERICA
11.2.1            NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS
11.2.2            NORTH AMERICA: COVID-19 IMPACT
11.2.3            NORTH AMERICA: REGULATIONS
11.2.3.1          HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996
11.2.3.2          CALIFORNIA CONSUMER PRIVACY ACT
11.2.3.3          GRAMM–LEACH–BLILEY ACT
11.2.3.4          HEALTH INFORMATION TECHNOLOGY FOR ECONOMIC AND CLINICAL HEALTH ACT
11.2.3.5          SARBANES OXLEY ACT
11.2.3.6          FEDERAL INFORMATION SECURITY MANAGEMENT ACT
11.2.3.7          PAYMENT CARD INDUSTRY DATA SECURITY STANDARD
11.2.3.8          FEDERAL INFORMATION PROCESSING STANDARDS
・       FIGURE 42......................... NORTH AMERICA: MARKET SNAPSHOT
・       TABLE 61.......... NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY APPLICATION, 2016–2020 (USD MILLION)
・       TABLE 62.......... NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY APPLICATION, 2021–2026 (USD MILLION)
・       TABLE 63.......... NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)
・       TABLE 64.......... NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)
・       TABLE 65.......... NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 66.......... NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 67.......... NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 68.......... NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
・       TABLE 69.......... NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY VERTICAL, 2016–2020 (USD MILLION)
・       TABLE 70.......... NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY VERTICAL, 2021–2026 (USD MILLION)
・       TABLE 71.......... NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY COUNTRY, 2016–2020 (USD MILLION)
・       TABLE 72.......... NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY COUNTRY, 2021–2026 (USD MILLION)

11.2.4            UNITED STATES
・       TABLE 73 UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 74 UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 75 UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 76 UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.2.5            CANADA
・       TABLE 77.. CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 78.. CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 79.. CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 80.. CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.3          EUROPE
11.3.1            EUROPE: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS
11.3.2            EUROPE: COVID-19 IMPACT
11.3.3            EUROPE: REGULATIONS
11.3.3.1          GENERAL DATA PROTECTION REGULATION
11.3.3.2          EUROPEAN COMMITTEE FOR STANDARDIZATION
11.3.3.3          EUROPEAN TECHNICAL STANDARDS INSTITUTE
・       TABLE 81.. EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)
・       TABLE 82.. EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)
・       TABLE 83.. EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE,
2016–2020 (USD MILLION)
・       TABLE 84.. EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE,
2021–2026 (USD MILLION)
・       TABLE 85.. EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 86.. EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 87.. EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 88.. EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
・       TABLE 89.. EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)
・       TABLE 90.. EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
・       TABLE 91.. EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)
・       TABLE 92.. EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
11.3.4            UNITED KINGDOM
・       TABLE 93........ UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 94........ UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 95........ UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 96........ UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.3.5            GERMANY
・       TABLE 97 GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 98 GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 99 GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 100..... GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.3.6            FRANCE
・       TABLE 101. FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 102. FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 103. FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 104. FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.3.7            REST OF EUROPE
・       TABLE 105........ REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 106........ REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 107........ REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 108........ REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.4          ASIA PACIFIC
11.4.1            ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS
11.4.2            ASIA PACIFIC: COVID-19 IMPACT
11.4.3            ASIA PACIFIC: REGULATIONS
11.4.3.1          INTERNATIONAL ORGANIZATION FOR STANDARDIZATION 27001
11.4.3.2          PERSONAL DATA PROTECTION ACT

・       FIGURE 43............................. ASIA PACIFIC: MARKET SNAPSHOT
・       TABLE 109. ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY APPLICATION, 2016–2020 (USD MILLION)
・       TABLE 110. ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY APPLICATION, 2021–2026 (USD MILLION)
・       TABLE 111. ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)
・       TABLE 112. ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)
・       TABLE 113. ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 114. ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 115. ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 116. ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
・       TABLE 117. ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)
・       TABLE 118. ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
・       TABLE 119. ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)
・       TABLE 120. ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
11.4.4            CHINA
・       TABLE 121 CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 122 CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 123 CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 124 CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.4.5            JAPAN
・       TABLE 125 JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 126 JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 127 JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 128 JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.4.6            AUSTRALIA AND NEW ZEALAND
・       TABLE 129.. AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 130.. AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 131.. AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 132.. AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.4.7            REST OF ASIA PACIFIC
・       TABLE 133.. REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
 BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 134.. REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 135.. REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 136.. REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.5          MIDDLE EAST AND AFRICA
11.5.1            MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS
11.5.2            MIDDLE EAST AND AFRICA: COVID-19 IMPACT
11.5.3            MIDDLE EAST AND AFRICA: REGULATIONS
11.5.3.1          ISRAELI PRIVACY PROTECTION REGULATIONS (DATA SECURITY), 5777-2017
11.5.3.2          CLOUD COMPUTING FRAMEWORK
11.5.3.3          GDPR APPLICABILITY IN KSA
11.5.3.4          PROTECTION OF PERSONAL INFORMATION ACT
11.5.3.5          TRA’S IOT REGULATORY POLICY
・       TABLE 137........ MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)
・       TABLE 138........ MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)
・       TABLE 139........ MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)
・       TABLE 140........ MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)
・       TABLE 141........ MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 142........ MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 143........ MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 144........ MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
・       TABLE 145........ MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)
・       TABLE 146........ MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
・       TABLE 147........ MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION)
・       TABLE 148........ MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
11.5.4            SAUDI ARABIA
・       TABLE 149 SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 150 SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 151 SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 152 SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.5.5            UNITED ARAB EMIRATES
・       TABLE 153.......... UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 154.......... UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 155.......... UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 156.......... UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.5.6            SOUTH AFRICA
・       TABLE 157 SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 158 SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 159 SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 160 SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.5.7            REST OF MIDDLE EAST AND AFRICA
・       TABLE 161... REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 162... REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 163... REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 164... REST OF MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.6          LATIN AMERICA
11.6.1            LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS
11.6.2            LATIN AMERICA: COVID-19 IMPACT
11.6.3            LATIN AMERICA: REGULATIONS
11.6.3.1          BRAZIL DATA PROTECTION LAW
11.6.3.2          ARGENTINA PERSONAL DATA PROTECTION LAW NO. 25.326
・       TABLE 165.......... LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION)
・       TABLE 166.......... LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)
・       TABLE 167.......... LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION)
・       TABLE 168.......... LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)
・       TABLE 169.......... LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 170.......... LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 171.......... LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 172.......... LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
・       TABLE 173.......... LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION)
・       TABLE 174.......... LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
・       TABLE 175.......... LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION). 179
・       TABLE 176.......... LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION). 179
11.6.4            BRAZIL
・       TABLE 177.. BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 178.. BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 179.. BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 180.. BRAZIL: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.6.5            MEXICO
・       TABLE 181. MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 182. MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 183. MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 184. MEXICO: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.6.6            REST OF LATIN AMERICA
・       TABLE 185.......... REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION)
・       TABLE 186.......... REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION)
・       TABLE 187.......... REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
・       TABLE 188.......... REST OF LATIN AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)

12.. COMPETITIVE LANDSCAPE

12.1          INTRODUCTION
12.2          MARKET SHARE OF TOP VENDORS
・       TABLE 189............... DATA WAREHOUSE AS A SERVICE: DEGREE OF COMPETITION
・       FIGURE 44....... DATA WAREHOUSE AS A SERVICE MARKET: VENDOR SHARE ANALYSIS

12.3          HISTORICAL REVENUE ANALYSIS OF TOP VENDORS
・       FIGURE 45................................ HISTORICAL REVENUE ANALYSIS
12.4          COMPANY EVALUATION QUADRANT
12.4.1            DEFINITIONS AND METHODOLOGY
・       TABLE 190............... COMPANY EVALUATION QUADRANT: CRITERIA
12.4.2            STAR
12.4.3            EMERGING LEADER.. 187
12.4.4            PERVASIVE
12.4.5            PARTICIPANT
・       FIGURE 46...... DATA WAREHOUSE AS A SERVICE MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021
・       TABLE 191................................ COMPANY PRODUCT FOOTPRINT
・       TABLE 192........................ COMPANY INDUSTRY FOOTPRINT (1/2)
・       TABLE 193........................ COMPANY INDUSTRY FOOTPRINT (2/2)
・       TABLE 194.................................. COMPANY REGION FOOTPRINT
12.5          SME EVALUATION QUADRANT
12.5.1            DEFINITIONS AND METHODOLOGY
・       TABLE 195...................... SME EVALUATION QUADRANT: CRITERIA
12.5.2            PROGRESSIVE COMPANIES
12.5.3            RESPONSIVE COMPANIES
12.5.4            DYNAMIC COMPANIES.. 193
12.5.5            STARTING BLOCKS.. 193
・       FIGURE 47...... DATA WAREHOUSE AS A SERVICE MARKET (GLOBAL):
SME EVALUATION QUADRANT, 2021
12.6          COMPETITIVE SCENARIO
・       TABLE 196.......... DATA WAREHOUSE AS A SERVICE: NEW PRODUCT LAUNCHES, NOVEMBER 2019–JULY 2021
・       TABLE 197....... DATA WAREHOUSE AS A SERVICE: DEALS, OCTOBER 2020–JULY 2021

13.. COMPANY PROFILES

13.1          INTRODUCTION
13.2          KEY PLAYERS
(BUSINESS OVERVIEW, PRODUCTS, KEY INSIGHTS, RECENT DEVELOPMENTS, MNM VIEW)*
13.2.1            AWS
・       TABLE 198....................................... AWS: BUSINESS OVERVIEW
・       FIGURE 48...................................... AWS: COMPANY SNAPSHOT
・       TABLE 199....................................... AWS: PRODUCTS OFFERED
・       TABLE 200............ AWS: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES
・       TABLE 201... AWS: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
13.2.2            IBM
・       TABLE 202....................................... IBM: BUSINESS OVERVIEW
・       FIGURE 49....................................... IBM: COMPANY SNAPSHOT
・       TABLE 203........................................ IBM: PRODUCTS OFFERED
・       TABLE 204 IBM: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES
・       TABLE 205... IBM: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
13.2.3            MICROSOFT
・       TABLE 206............................. MICROSOFT: BUSINESS OVERVIEW
・       FIGURE 50............................ MICROSOFT: COMPANY SNAPSHOT
・       TABLE 207.............................. MICROSOFT: PRODUCTS OFFERED
・       TABLE 208.. MICROSOFT: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES
・       TABLE 209.. MICROSOFT: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
13.2.4            GOOGLE
・       TABLE 210.................................. GOOGLE: BUSINESS OVERVIEW
・       FIGURE 51................................. GOOGLE: COMPANY SNAPSHOT
・       TABLE 211.................................. GOOGLE: PRODUCTS OFFERED
・       TABLE 212....... GOOGLE: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES
・       TABLE 213....... GOOGLE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
13.2.5            ORACLE
・       TABLE 214.................................. ORACLE: BUSINESS OVERVIEW
・       FIGURE 52................................. ORACLE: COMPANY SNAPSHOT
・       TABLE 215................................... ORACLE: PRODUCTS OFFERED
・       TABLE 216....... ORACLE: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES
・       TABLE 217....... ORACLE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
13.2.6            SAP
・       TABLE 218....................................... SAP: BUSINESS OVERVIEW
・       FIGURE 53....................................... SAP: COMPANY SNAPSHOT
・       TABLE 219........................................ SAP: PRODUCTS OFFERED
・       TABLE 220 SAP: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES
・       TABLE 221... SAP: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
13.2.7            SNOWFLAKE
・       TABLE 222............................ SNOWFLAKE: BUSINESS OVERVIEW
・       FIGURE 54............................ SNOWFLAKE: COMPANY SNAPSHOT
・       TABLE 223............................. SNOWFLAKE: PRODUCTS OFFERED
・       TABLE 224. SNOWFLAKE: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES
・       TABLE 225. SNOWFLAKE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
13.2.8            MICRO FOCUS
・       TABLE 226.......................... MICRO FOCUS: BUSINESS OVERVIEW
・       FIGURE 55......................... MICRO FOCUS: COMPANY SNAPSHOT
・       TABLE 227.......................... MICRO FOCUS: PRODUCTS OFFERED
・       TABLE 228 MICRO FOCUS: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES
・       TABLE 229 MICRO FOCUS: DATA WAREHOUSE AS A SERVICE MARKET: DEALS

13.2.9            TERADATA
・       TABLE 230............................... TERADATA: BUSINESS OVERVIEW
・       FIGURE 56............................... TERADATA: COMPANY SNAPSHOT
・       TABLE 231................................ TERADATA: PRODUCTS OFFERED
・       TABLE 232.... TERADATA: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES
・       TABLE 233.... TERADATA: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
13.2.10         1010DATA
・       TABLE 234.............................. 1010 DATA: BUSINESS OVERVIEW
・       TABLE 235............................... 1010 DATA: PRODUCTS OFFERED
・       TABLE 236... 1010 DATA: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
13.2.11         CLOUDERA
・       TABLE 237.............................. CLOUDERA: BUSINESS OVERVIEW
・       FIGURE 57.............................. CLOUDERA: COMPANY SNAPSHOT
・       TABLE 238............................... CLOUDERA: PRODUCTS OFFERED
・       TABLE 239... CLOUDERA: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES
・       TABLE 240... CLOUDERA: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
13.2.12         PIVOTAL
・       TABLE 241.................................. PIVOTAL: BUSINESS OVERVIEW
・       TABLE 242.................................. PIVOTAL: PRODUCTS OFFERED
13.2.13         YELLOWBRICK
・       TABLE 243.......................... YELLOWBRICK: BUSINESS OVERVIEW
・       TABLE 244........................... YELLOWBRICK: PRODUCTS OFFERED
・       TABLE 245 YELLOWBRICK: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES
・       TABLE 246 YELLOWBRICK: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
13.2.14         VEEVA SYSTEMS
・       TABLE 247........................ VEEVA SYSTEMS: BUSINESS OVERVIEW
・       FIGURE 58....................... VEEVA SYSTEMS: COMPANY SNAPSHOT
・       TABLE 248........................ VEEVA SYSTEMS: PRODUCTS OFFERED
13.2.15         ACTIAN
・       TABLE 249................................... ACTIAN: BUSINESS OVERVIEW
・       TABLE 250.................................... ACTIAN: PRODUCTS OFFERED
・       TABLE 251........ ACTIAN: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES
13.2.16         MARKLOGIC
・       TABLE 252............................. MARKLOGIC: BUSINESS OVERVIEW
・       TABLE 253............................. MARKLOGIC: PRODUCTS OFFERED
・       TABLE 254.. MARKLOGIC: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES
13.2.17         NETAVIS SOFTWARE
・       TABLE 255................... NETAVIS SOFTWARE: BUSINESS OVERVIEW
・       TABLE 256................... NETAVIS SOFTWARE: PRODUCTS OFFERED

13.2.18         SOLVER
・       TABLE 257.................................. SOLVER: BUSINESS OVERVIEW
・       TABLE 258................................... SOLVER: PRODUCTS OFFERED
・       TABLE 259....... SOLVER: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
13.3          OTHER PLAYERS
13.3.1            ACCUR8 SOFTWARE. 240
・       TABLE 260................... ACCUR8 SOFTWARE: BUSINESS OVERVIEW
・       TABLE 261................... ACCUR8 SOFTWARE: PRODUCTS OFFERED
・       TABLE 262.... ACCUR8 SOFTWARE: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES
13.3.2            ATSCALE
・       TABLE 263................................. ATSCALE: BUSINESS OVERVIEW
・       TABLE 264.................................. ATSCALE: PRODUCTS OFFERED
・       TABLE 265...... ATSCALE: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES
・       TABLE 266...... ATSCALE: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
13.3.3            PANOPLY
・       TABLE 267................................. PANOPLY: BUSINESS OVERVIEW
・       TABLE 268................................. PANOPLY: PRODUCTS OFFERED
・       TABLE 269..... PANOPLY: DATA WAREHOUSE AS A SERVICE MARKET: PRODUCT LAUNCHES
・       TABLE 270..... PANOPLY: DATA WAREHOUSE AS A SERVICE MARKET: DEALS
13.3.4            SINGLESTORE
・       TABLE 271.......................... SINGLE STORE: BUSINESS OVERVIEW
・       TABLE 272........................... SINGLESTORE: PRODUCTS OFFERED
・       TABLE 273 SINGLESTORE: DATA WAREHOUSE AS A SERVICE MARKET:
PRODUCT LAUNCHES.. 245
13.3.5            TRANSWARP
・       TABLE 274............................ TRANSWARP: BUSINESS OVERVIEW
・       TABLE 275.. TRANSWRAP: PRODUCTS OFFERED.. 246
*DETAILS ON BUSINESS OVERVIEW, PRODUCTS, KEY INSIGHTS, RECENT DEVELOPMENTS, MNM VIEW MIGHT NOT BE CAPTURED IN CASE OF UNLISTED COMPANIES.

14.. ADJACENT MARKETS

14.1          INTRODUCTION
14.1.1            RELATED MARKET
14.2          BUSINESS INTELLIGENCE MARKET
・       TABLE 276.... BUSINESS INTELLIGENCE MARKET SIZE, BY SOLUTION,
2016–2019 (USD MILLION)
・       TABLE 277.... BUSINESS INTELLIGENCE MARKET SIZE, BY SOLUTION,
2020–2025 (USD MILLION)
・       TABLE 278...... BUSINESS INTELLIGENCE MARKET SIZE, BY SERVICE,
2016–2019 (USD MILLION)
・       TABLE 279...... BUSINESS INTELLIGENCE MARKET SIZE, BY SERVICE,
2020–2025(USD MILLION)
・       TABLE 280 BUSINESS INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE,
2016–2019 (USD MILLION)
・       TABLE 281 BUSINESS INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODE,
2020–2025 (USD MILLION)
・       TABLE 282................... BUSINESS INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE,
2016–2019 (USD MILLION)
・       TABLE 283................... BUSINESS INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE,
2020–2025 (USD MILLION)
・       TABLE 284..... BUSINESS INTELLIGENCE MARKET SIZE, BY INDUSTRY VERTICAL,
2016–2019 (USD MILLION)
・       TABLE 285..... BUSINESS INTELLIGENCE MARKET SIZE, BY INDUSTRY VERTICAL,
2020–2025 (USD MILLION)
・       TABLE 286....... BUSINESS INTELLIGENCE MARKET SIZE, BY REGION,
2016–2019 (USD MILLION)
・       TABLE 287....... BUSINESS INTELLIGENCE MARKET SIZE, BY REGION,
2020–2025 (USD MILLION)
15.. APPENDIX

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